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Boolean Mask Partition of Derivative Directions

Proved
FunctionalInequalities.Analysis.selected_mask_partition_readable

by Lazyfill · Oct 26, 2026 · Mathlib 0df444a (Lean v4.33.1)

functional-inequalitieskls-conjecturekls-modularkls-readablelog-concave

This is a combinatorial lemma for the ordered selection operation selected.

For any type EEE, any m∈Nm\in\mathbb Nm∈N, any list of directions h:Fin⁡(m)→Eh:\operatorname{Fin}(m)\to Eh:Fin(m)→E, and any Boolean mask q:Fin⁡(m)→{false,true}q:\operatorname{Fin}(m)\to\{\mathrm{false},\mathrm{true}\}q:Fin(m)→{false,true}:

  1. The lengths of the selected and complementary lists add to mmm.
  2. Their concatenation is a permutation of List.ofFn h.
  3. The mask selecting exactly one fixed index iii produces the singleton list [hi][h_i][hi​].
  4. If selected h q has length 111, then qqq is the indicator of some single index.

The result is purely combinatorial and supports the subset bookkeeping in higher-order Leibniz expansions.

Original Lean declaration header

Within namespace FunctionalInequalities.Analysis. Shown in its original module context. Proof omitted.

theorem selected_mask_partition {E : Type*} {m : ℕ}
    (h : Fin m → E) (q : Fin m → Bool) :
    (selected h q).length + (selected h (fun i => !(q i))).length = m ∧
    (selected h q ++ selected h (fun i => !(q i))).Perm (List.ofFn h) ∧
    (∀ i : Fin m, selected h (fun j => decide (j = i)) = [h i]) ∧
    ((selected h q).length = 1 → ∃ i : Fin m, q = fun j => decide (j = i))

Module navigation

Module: Analysis/IteratedDerivative/Bilinear.

Previous: sum_filter_eq_two_mul_sum_filter_of_compl_invariant.

Source excerpt, lines 177–182 · Frozen source 408915f.

Preamble
import Definitions.Def_KLSModular_FunctionalInequalities_Analysis_IteratedDerivative_Bilinear

Formal statement

theorem FunctionalInequalities.Analysis.selected_mask_partition_readable {E : Type*} {m : ℕ}
    (h : Fin m → E) (q : Fin m → Bool) :
    (selected h q).length + (selected h (fun i => !(q i))).length = m ∧
    (selected h q ++ selected h (fun i => !(q i))).Perm (List.ofFn h) ∧
    (∀ i : Fin m, selected h (fun j => decide (j = i)) = [h i]) ∧
    ((selected h q).length = 1 → ∃ i : Fin m, q = fun j => decide (j = i)) := by sorry
Source
Lean source: https://github.com/human-ai-mathematics/kls-lean/blob/408915f/formalization/FunctionalInequalities/Analysis/IteratedDerivative/Bilinear.lean#L172-L294 (repository human-ai-mathematics/kls-lean, commit 408915f, module `FunctionalInequalities.Analysis.IteratedDerivative.Bilinear`, declaration `FunctionalInequalities.Analysis.selected_mask_partition`; the repository is private at upload time).

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